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06/27/2022
Parametrically Retargetable Decision-Makers Tend To Seek Power
If capable AI agents are generally incentivized to seek power in service...
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06/23/2022
On Avoiding Power-Seeking by Artificial Intelligence
We do not know how to align a very intelligent AI agent's behavior with ...
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06/23/2022
Formalizing the Problem of Side Effect Regularization
AI objectives are often hard to specify properly. Some approaches tackle...
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06/11/2020
Avoiding Side Effects in Complex Environments
Reward function specification can be difficult, even in simple environme...
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12/03/2019
Optimal Farsighted Agents Tend to Seek Power
Some researchers have speculated that capable reinforcement learning (RL...
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02/26/2019